Data Scientist AI/ML

Overview

Job Description:

We're seeking a skilled and motivated ML/AI Engineer to join our team and drive end-to-end AI development for cutting-edge healthcare prediction models. As part of our AI delivery team you will be working on designing, developing, and deploying ML models to solve complex business challenges.

Key Responsibilities:

• Design, develop, and deploy scalable machine learning models and AI solutions.
• Collaborate with engineers and product managers to understand business requirements and translate them into technical solutions.
• Analyse and preprocess large datasets for training and testing ML models.
• Experiment with different ML algorithms and techniques to improve model performance.

Skills & Qualifications:

Experience:

• B.Tech with 3-6 years of relevant experience in Machine Learning, AI, or Data Science roles.

OR

• M.Tech, M. Statistics with 2-4 years of relevant experience in Machine Learning, AI, or Data Science roles.
• Education: Bachelor's/master's degree in computer science or Statistics or any other relevant engineering / AI course from a Tier 2 college or similar colleges/universities.

Technical Skills:

• Proficiency in programming languages such as Python & R
• Strong knowledge of classical machine learning algorithms with hands on experience in the following:
• Supervised (Classification model, regressions models)
• Unsupervised, (Clustering Algorithms, Autoencoders)
• Ensemble Models (Stacking, Bagging, Boosting techniques, Random Forest, XGBoost)
• Experience in data preprocessing, feature engineering, and handling large-scale datasets.
• Model evaluation techniques like accuracy, precision, recall, F1 score, AUC-ROC for classification, and MAE, MSE, RMSE, R-squared for regression.
• Explainable AI (XAI) techniques include methods like SHAP values, LIME, feature importance from decision trees, and partial dependence plots.
• Experience with ML frameworks like TensorFlow, PyTorch, Scikit-learn, or Keras.
• Building & deploying Model APIs using framework like Flask, Fast API, Django, TensorFlow Serving etc.
• Knowledge of cloud platforms like Azure (preferred), AWS, GCP and experience deploying models in such environments -> changed the wording, added points.

Nice to Have:

• Object Oriented Programming.
• Familiarity with NLP, or time series analysis. -> Moving this into Nice to have, not bare min
• Exposure to deep learning models (RNN, LSTM) and working with GPUs.

Job Type: Full-time

Pay: ₹17,255.54 - ₹72,239.24 per month

Benefits:

• Health insurance
• Paid time off

Schedule:

• Day shift

Application Question(s):

• (Mandatory)

Have you done BTech with Tier-2 or similar universities with 3-6 years of work experience or Mtech with Tier-2 or similar universities with 2-4 years of work experience

• (Mandatory)

Are you from the Delhi NCR location?

Education:

• Bachelor's (Required)

Experience:

• Machine learning: 3 years (Required)
• Python: 3 years (Required)

Work Location: In person